Curation and standardisation of plant–pollinator interaction data under FAIR principles: experience from Pampean agroecosystems.

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dc.contributorROCÍO ANA GONZÁLEZ-VAQUERO, UNIVERSIDAD DE BUENOS AIRES; DEBORA PIGNATARI DRUCKER, CNPTIA; MARIANO DEVOTO, CONSEJO NACIONAL DE INVESTIGACIONES CIENTÍFICAS Y TÉCNICAS.
dc.creatorGONZÁLEZ-VAQUERO, R. A.
dc.creatorDRUCKER, D. P.
dc.creatorDEVOTO, M.
dc.date2026-05-20T11:48:50Z
dc.date2026-05-20T11:48:50Z
dc.date2026-05-20
dc.date2026
dc.date.accessioned2026-07-07T04:18:46Z
dc.descriptionPlant–pollinator interactions are essential to the functioning of natural and agricultural ecosystems. Although the volume of available data on these interactions is steadily increasing, their utility for integrative studies is limited by heterogeneity in data formats and poor documentation. The WorldFAIR project aimed to improve data interoperability and promote the adoption of the FAIR (Findable, Accessible, Interoperable, Reusable) principles. In this study, we evaluated the effectiveness of two standardisation approaches (manual and semi-automated) applied to five datasets with varying levels of cleanliness, complexity, and structure. Our results show that for small datasets (fewer than 637 records), the manual method is more suitable, while for larger datasets, the semi-automated approach—based on tools such as OpenRefine—is more efficient after an initial learning curve. Additionally, we compiled a list of common issues encountered during the standardisation process and suggested possible solutions. This study aims to guide those interested in applying FAIR principles to ecological interaction data, supporting the planning and decision-making process when choosing the most suitable approach.
dc.identifierJournal of Pollination Ecology, v. 41, n. 1, p. 1-9, 2026.
dc.identifier1920-7603
dc.identifierhttp://www.alice.cnptia.embrapa.br/alice/handle/doc/1186968
dc.identifierhttps://doi.org/10.26786/1920-7603(2026)873
dc.identifier.urihttp://hdl.handle.net/123456789/457470
dc.languageeng
dc.rightsopenAccess
dc.subjectCuradoria
dc.subjectBioinformática
dc.subjectDarwin Core
dc.subjectREBIPP
dc.subjectProjeto WorldFAIR
dc.subjectOpenRefine
dc.subjectInteração planta-polinizador
dc.subjectPrincípios FAIR
dc.subjectWorldFAIR project
dc.subjectPolinização
dc.subjectPollination
dc.subjectBioinformatics
dc.titleCuration and standardisation of plant–pollinator interaction data under FAIR principles: experience from Pampean agroecosystems.
dc.typeArtigo de periódico

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